In this section of data analysis and Visualization the analysis is carried to get the insights of the dataset to give more meaning. The visualization process involved plotting of bar using matplotlib library to identify the popularity of the dog stage. The following questions were used to guide in the achieving of the objectives.
In answering the question some helpful insights and visuals was drawn as showed below.
Rating of the algorithms
From the algorithms of rating dogs p2_confident has a success rate of 74.87% followed closely by p1_contident with percentage success rate of 73.91. The third algorithm p3_confident has a success rate of 72.30%.
Most favored dog breed
The most favorite dog breed is Golden Retriever, Labrador Retriever, Pembroke, Chihuahua, Pug according to the p1_confident algorithm.
Top five popular dog names
The top five most popular dog names are Oliver, Turker, Charlie, Cooper and Penny, they both have an occurrence of 10 times.
Popularity of dog stage
In the WeRateDogs the most common dog stage is pupper which is followed by the doggo, the third in the popularity is puppo and the last one is floofer. It clear that the pupper will remain most popular even if the three other dog stages are combined. The bar shows the visual presentation.
Most favorite dog in each year 2015, 2016, and 2017
In 2015
Number of counts: 70671
Name: Kenneth
Breed: Whippet
Stage: Not availabe
In 2016
Number of counts: 144251
Image not Availble
Name: Not Available
Breed: Labrador Retriever
Stage: doggo
In 2017
Number of counts: 123687
Name: Not available
Breed: Lakeland Terrier
Stage: puppo